Intégration de méthodes de data mining dans le renseignement criminel : analyse par des structures issues de la théorie des graphes dans le profilage des stupéfiants

Data mining can be defined as the extraction of previously unknown and potentially useful information from large datasets. The main principle is to devise computer programs that run through databases and automatically seek deterministic patterns. It is applied in different fields of application, e.g., remote sensing, biometry, speech recognition, but has seldom been applied to forensic case data. The intrinsic difficulty related to the use of such data lies in its heterogeneity, which comes from the many different sources of information. The aim of this study is to highlight potential uses of pattern recognition that would provide relevant results from a criminal intelligence point of view. The role of data mining within a global crime analysis methodology is to detect all types of structures in a dataset. Once filtered and interpreted, those structures can point to previously unseen criminal activities. The interpretation of patterns for intelligence purposes is the final stage of the process. It allows the researcher to validate the whole methodology and to refine each step if necessary. An application to cutting agents found in illicit drug seizures was performed. A combinatorial approach was done, using the presence and the absence of products. Methods coming from the graph theory field were used to extract patterns in data constituted by links between products and place and date of seizure. A data mining process completed using graphing techniques is called ``graph mining''. Patterns were detected that had to be interpreted and compared with preliminary knowledge to establish their relevancy. The illicit drug profiling process is actually an intelligence process that uses preliminary illicit drug classes to classify new samples. Methods proposed in this study could be used \textit{a priori} to compare structures from preliminary and post-detection patterns. This new knowledge of a repeated structure may provide valuable complementary information to profiling and become a source of intelligence.

L'expérience de la ménopause : étude ethnographique en Suisse Romande et au Centre-Cameroun

Aujourd'hui, la construction sociale de la ménopause intéresse de nombreux chercheurs en sciences sociales. Cependant, la façon dont les femmes vivent ou se représentent cet événement reste peu documentée. L'objectif de cette thèse est donc d'approfondir la compréhension de l'expérience de la ménopause en accordant une place primordiale aux discours et aux pratiques des femmes elles-mêmes. En s'appuyant sur une recherche ethnographique en Suisse romande et au Centre-Cameroun, cette étude parcourt différentes dimensions de l'expérience de la ménopause (représentations, vécus, pratiques de gestion) qui, corrélées les unes aux autres, forment un tout. Au-delà des divergences que l'on peut observer au niveau culturel, de la situation économique et sociale des femmes, des systèmes de santé et du statut occupé par la ménopause dans les deux pays, les résultats de ce travail montrent que les expériences de la ménopause chez les Suissesses et les Camerounaises interviewées ne peuvent pas simplement être classifiées de manière binaire ou dichotomique. Dans chacun des contextes, ces expériences sont plurielles et dépendent de plusieurs facteurs. D'une part, elles découlent d'une observation empirique de la part de ces femmes elles-mêmes et de leurs interactions avec différents acteurs dont les médias (particulièrement en Suisse), les pairs, les proches et les professionnels de la santé. D'autre part, elles sont influencées par de nombreuses variables parmi lesquelles le contexte économique, socioculturel, familial et conjugal, le statut professionnel, la prévalence des troubles ressentis et le statut ménopausique de ces femmes. Mais, ces facteurs ne sont pas hiérarchisés puisqu'ils agissent différemment pour chacune d'entre elles. Dès lors, s'il apparaît que les expériences ménopausiques n'échappent point aux déterminations sociales, il n'en demeure pas moins qu'elles relèvent aussi des capacités réflexives des femmes, les conduites sociales n'étant pas réductibles à des applications des codes intériorisés. Au fil du travail, la médicalisation de la ménopause, bien qu'existant à des degrés variables entre la Suisse et le Cameroun, a émergé comme une problématique transversale. Interrogeant les logiques qui la sous-tendent, cette étude se propose d'analyser le rôle que jouent les femmes elles-mêmes dans ce processus. - Today, the social construction of the menopause is of great interest for many researchers in social sciences. Neverthless, the way of living or of representing this event is still little documented. The aim of this thesis is to study thoroughly the understanding of menopausal experience through the discourses and practices of women themselves. Based on an ethnograph ic research, in French-speaking Switzerland and in Centre-Cameroon, this study looks at different dimensions of menopausal experience (representations, real-life experiences, pratices) that, connected to each other, form a whole. Inspite of the cultural, economic, social, health systems and menopausal status differences between these two countries, the results of this thesis show that menopausal experiences among the Swiss and the Cameroonians interviewee can not simply be classified in two dichotomous groups. In each context, those experiences are plural and depend on several factors. On the one hand, they arise from women's own empirical observations and from their interactions with several actors like the media (especially in Switzerland), the peers, the people closest to them and health professionals. On the other hand, they are influenced by many elements such as the economical, sociocultural, family and marital context, the professional status, the prevalence of felt disorders and the menopausal status of those women. But, these factors are not hierarchical beacause they operate differently for each person. Accordingly, if menopausal experiences don't escape from social determinism, nonetheless they also depend on the reflexive capacities of women beacause social conducts can not be reduced to the application of interiorised codes. Through this work, the médicalisation of the menopause, even though varying between Switzerland and Cameroon, comes to light as a cross-cutting problematic. Questioning its underlying logic, this study proposes to analyse the role that women themselves play in this process.

LSTA Five Year Plan, 1998-2002, 2002

The LSTA goals for Iowa, FY98-FY02, are as follows: 1. Provide all Iowans with expanded access to information and materials through the State of Iowa Libraries Online (SILO) network. 2. Improve library service to Iowans through knowledgeable, well-trained staff and wellinformed public library trustees and library users. 3. Meet Iowans’ increasing demands for information and library services by identifying and encouraging resource sharing and partnerships. 4. Provide state level leadership and services to accomplish the LSTA Five-Year Plan. The primary objectives of this evaluation are to provide: $ An assessment of the overall impact of Iowa’s LSTA funding and success in achieving the goals identified in the state’s five-year plan. $ An in-depth analysis of two specific goals from the plan: providing Iowans with expanded access to information and materials through the State of Iowa Libraries Online (SILO) network; and improving library service to Iowans through knowledgeable, well-trained staff and well-informed public library trustees and library users. LSTA built on accomplishments made possible with the federal HEA II-B grant awarded to the State Library in 1995. This grant led the way in bringing technology to Iowa libraries by creating an electronic library network for resource sharing. SILO (State of Iowa Libraries Online) became fully functional in 1997. The State Library continued funding SILO with LSTA money when the grant ended. This funding supports the SILO infrastructure, providing equitable access to information through cutting edge technology to Iowans in both small and large, rural and urban, communities. Access to electronic material and information has encouraged public libraries to increase the number of computers and public access to the Internet. LSTA funding was used to increase training opportunities for library staff and trustees. Many programs, such as librarian certification, were strengthened by an increase in continuing education opportunities.

LSTA Five Year Plan, 1998-2002, 2002

The LSTA goals for Iowa, FY98-FY02, are as follows: 1. Provide all Iowans with expanded access to information and materials through the State of Iowa Libraries Online (SILO) network. 2. Improve library service to Iowans through knowledgeable, well-trained staff and wellinformed public library trustees and library users. 3. Meet Iowans’ increasing demands for information and library services by identifying and encouraging resource sharing and partnerships. 4. Provide state level leadership and services to accomplish the LSTA Five-Year Plan. The primary objectives of this evaluation are to provide: $ An assessment of the overall impact of Iowa’s LSTA funding and success in achieving the goals identified in the state’s five-year plan. $ An in-depth analysis of two specific goals from the plan: providing Iowans with expanded access to information and materials through the State of Iowa Libraries Online (SILO) network; and improving library service to Iowans through knowledgeable, well-trained staff and well-informed public library trustees and library users. LSTA built on accomplishments made possible with the federal HEA II-B grant awarded to the State Library in 1995. This grant led the way in bringing technology to Iowa libraries by creating an electronic library network for resource sharing. SILO (State of Iowa Libraries Online) became fully functional in 1997. The State Library continued funding SILO with LSTA money when the grant ended. This funding supports the SILO infrastructure, providing equitable access to information through cutting edge technology to Iowans in both small and large, rural and urban, communities. Access to electronic material and information has encouraged public libraries to increase the number of computers and public access to the Internet. LSTA funding was used to increase training opportunities for library staff and trustees. Many programs, such as librarian certification, were strengthened by an increase in continuing education opportunities.

LSTA Five Year Plan Evaluation, 1998-2002, 2002

The LSTA goals for Iowa, FY98-FY02, are as follows: 1. Provide all Iowans with expanded access to information and materials through the State of Iowa Libraries Online (SILO) network. 2. Improve library service to Iowans through knowledgeable, well-trained staff and wellinformed public library trustees and library users. 3. Meet Iowans’ increasing demands for information and library services by identifying and encouraging resource sharing and partnerships. 4. Provide state level leadership and services to accomplish the LSTA Five-Year Plan. The primary objectives of this evaluation are to provide: $ An assessment of the overall impact of Iowa’s LSTA funding and success in achieving the goals identified in the state’s five-year plan. $ An in-depth analysis of two specific goals from the plan: providing Iowans with expanded access to information and materials through the State of Iowa Libraries Online (SILO) network; and improving library service to Iowans through knowledgeable, well-trained staff and well-informed public library trustees and library users. LSTA built on accomplishments made possible with the federal HEA II-B grant awarded to the State Library in 1995. This grant led the way in bringing technology to Iowa libraries by creating an electronic library network for resource sharing. SILO (State of Iowa Libraries Online) became fully functional in 1997. The State Library continued funding SILO with LSTA money when the grant ended. This funding supports the SILO infrastructure, providing equitable access to information through cutting edge technology to Iowans in both small and large, rural and urban, communities. Access to electronic material and information has encouraged public libraries to increase the number of computers and public access to the Internet. LSTA funding was used to increase training opportunities for library staff and trustees. Many programs, such as librarian certification, were strengthened by an increase in continuing education opportunities.

Biana: a software framework for compiling biological interactions and analyzing networks

Background: The analysis and usage of biological data is hindered by the spread of information across multiple repositories and the difficulties posed by different nomenclature systems and storage formats. In particular, there is an important need for data unification in the study and use of protein-protein interactions. Without good integration strategies, it is difficult to analyze the whole set of available data and its properties.Results: We introduce BIANA (Biologic Interactions and Network Analysis), a tool for biological information integration and network management. BIANA is a Python framework designed to achieve two major goals: i) the integration of multiple sources of biological information, including biological entities and their relationships, and ii) the management of biological information as a network where entities are nodes and relationships are edges. Moreover, BIANA uses properties of proteins and genes to infer latent biomolecular relationships by transferring edges to entities sharing similar properties. BIANA is also provided as a plugin for Cytoscape, which allows users to visualize and interactively manage the data. A web interface to BIANA providing basic functionalities is also available. The software can be downloaded under GNU GPL license from http://sbi.imim.es/web/BIANA.php.Conclusions: BIANA's approach to data unification solves many of the nomenclature issues common to systems dealing with biological data. BIANA can easily be extended to handle new specific data repositories and new specific data types. The unification protocol allows BIANA to be a flexible tool suitable for different user requirements: non-expert users can use a suggested unification protocol while expert users can define their own specific unification rules.

Artrópodos associados à copa de Attalea phalerata Mart. (Arecaceae), na região do Pantanal de Poconé, Mato Grosso, Brasil

Six individuals of the palm A. phalerata, in Poconé floodplains of Mato Grosso, were sprayed with a synthetic pyrethroid (0.25% concentration) in order to study the biomass, diversity, and richness of the canopy arthropods. A total of 17,188 (238.7±80.6 ind./m²) arthropods belonging to 22 Orders, was collected in a 72 m² funnel area. Two hours after spraying, 58.9% of the total number fell into the funnels, 37.6% was obtained by shaking the trees, and finally, 3.5% after cutting and washing all the palm leaves. The Coleoptera (27.4%), Hymenoptera-Formicidae (19.0%), Collembola (13.6%), Psocoptera (10.7%), Diptera (9.0%) and Araneae (6.4%) were the predominant. The total biomass was 15.1 g dry weight (0.4mg/m²; 0.13+0.04/tree). A total of 4,715 beetles representing 48 families and 326 morphospecies were obtained. Tenebrionidae (22.9%), Curculionidae (22.0%), Carabidae (10.9%) and Staphylinidae (7.9%) were the most abundant, while Curculionidae (44 spp.), Staphylinidae (40 spp.) and Chrysomelidae (34 spp.) presented the largest number of morphospecies. Herbivores (37.5%) were the dominant in the trophic guilds of adult Coleoptera, followed by predators (35.4%), fungivores (14.6%), and saprophages (12.5%). Although most arthropod Orders were represented in all the palms sampled, analysis of variance showed no significant differences in their composition, however there was a significant difference in their frequency of occurrence.

Red tape and delayed entry

Does cutting red tape foster entrepreneurship in industries with the potential to expand? We address this question by combining the time needed to comply with government entry procedures in 45 countries with industry-level data on employment growth and growth in the number of establishments during the 1980s. Our main empirical finding is that countries where it takes less time to register new businesses have seen more entry in industries that experienced expansionary global demand and technology shifts. Our estimates take into account that proxying global industry shifts using data from only one country or group of countries with similar entry regulations will in general yield biased results.

Calceology : an introduction to North Western European archaeological leather footwear (Neolithic period to c. AD 1600)

Calceology is the study of recovered archaeological leather footwear and is comprised of conservation, documentation and identification of leather shoe components and shoe styles. Recovered leather shoes are complex artefacts that present technical, stylistic and personal information about the culture and people that used them. The current method in calceological research for typology and chronology is by comparison with parallel examples, though its use poses problems by an absence of basic definitions and the lack of a taxonomic hierarchy. The research findings of the primary cutting patterns, used for making all leather footwear, are integrated with the named style method and the Goubitz notation, resulting in a combined methodology as a basis for typological organisation for recovered footwear and a chronology for named shoe styles. The history of calceological research is examined in chapter two and is accompanied by a review of methodological problems as seen in the literature. Through the examination of various documentation and research techniques used during the history of calceological studies, the reasons why a standard typology and methodology failed to develop are investigated. The variety and continual invention of a new research method for each publication of a recovered leather assemblage hindered the development of a single standard methodology. Chapter three covers the initial research with the database through which the primary cutting patterns were identified and the named styles were defined. The chronological span of each named style was established through iterative cross-site sedation and named style comparisons. The technical interpretation of the primary cutting patterns' consistent use is due to constraints imposed by the leather and the forms needed to cover the foot. Basic parts of the shoe patterns and the foot are defined, plus terms provided for identifying the key points for pattern making. Chapter four presents the seventeen primary cutting patterns and their sub-types, these are divided into three main groups: six integral soled patterns, four hybrid soled patterns and seven separately soled patterns. Descriptions of the letter codes, pattern layout, construction principle, closing seam placement and list of sub-types are included in the descriptions of each primary cutting pattern. The named shoe styles and their relative chronology are presented in chapter five. Nomenclature for the named styles is based on the find location of the first published example plus the primary cutting pattern code letter. The named styles are presented in chronological order from Prehistory through to the late 16th century. Short descriptions of the named styles are given and illustrated with examples of recovered archaeological leather footwear, reconstructions of archaeological shoes and iconographical sources. Chapter six presents documentation of recovered archaeological leather using the Goubitz notation, an inventory and description of style elements and fastening methods used for defining named shoe styles, technical information about sole/upper constructions and the consequences created by the use of lasts and sewing forms for style identification and fastening placement in relation to the instep point. The chapter concludes with further technical information about the implications for researchers about shoemaking, pattern making and reconstructive archaeology. The conclusion restates the original research question of why a group of primary cutting patterns appear to have been used consistently throughout the European archaeological record. The quantitative and qualitative results from the database show the use of these patterns but it is the properties of the leather that imposes the use of the primary cutting patterns. The combined methodology of primary pattern identification, named style and artefact registration provides a framework for calceological research.

Understanding triadic and family group interactions during infancy and toddlerhood.

This paper outlines recent conceptual and methodological developments in the assessment of triadic and family group process during infancy and toddlerhood. Foundations of the emerging family group process are identified, and conditions specific to the assessment of the family during the early phases of family formation are summarized. Both microanalytic and global approaches to evaluating mother-father-child interactions are discussed. We highlight both similarities and differences in the strategies and methods employed by several different investigators who have been studying the group dynamics of families with infant and toddler children, and underscore several important family patterns and emerging themes that appear to be cutting across these different methods and measurement strategies. Preliminary evidence for the validity and clinical significance of family-level assessments is summarized, and directions currently being pursued by researchers engaged in studies of the family triad are outlined. We close by identifying several conceptual and clinical issues that remain to be addressed by subsequent work.

Total curvature and total torsion of knotted polymers

Previous work on radius of gyration and average crossing number has demonstrated that polymers with fixed topology show a different scaling behavior with respect to these characteristics than polymers with unrestricted topology. Using numerical simulations, we show here that the difference in the scaling behavior between polymers with restricted and unrestricted topology also applies to the total curvature and total torsion. For each knot type, the equilibrium length with respect to a given spatial characteristic is the number of edges at which the value of the characteristic is the same as the average for all polygons. This number appears to be correlated to physical properties of macromolecules, for example gel mobility as measured by the separation between distinct knot types. We also find that, on average, closed polymers require slightly more total curvature and slightly less total torsion than open polymers with the corresponding number of monomers.

Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging.

INTRODUCTION: Interindividual variations in regional structural properties covary across the brain, thus forming networks that change as a result of aging and accompanying neurological conditions. The alterations of superficial white matter (SWM) in Alzheimer's disease (AD) are of special interest, since they follow the AD-specific pattern characterized by the strongest neurodegeneration of the medial temporal lobe and association cortices. METHODS: Here, we present an SWM network analysis in comparison with SWM topography based on the myelin content quantified with magnetization transfer ratio (MTR) for 39 areas in each hemisphere in 15 AD patients and 15 controls. The networks are represented by graphs, in which nodes correspond to the areas, and edges denote statistical associations between them. RESULTS: In both groups, the networks were characterized by asymmetrically distributed edges (predominantly in the left hemisphere). The AD-related differences were also leftward. The edges lost due to AD tended to connect nodes in the temporal lobe to other lobes or nodes within or between the latter lobes. The newly gained edges were mostly confined to the temporal and paralimbic regions, which manifest demyelination of SWM already in mild AD. CONCLUSION: This pattern suggests that the AD pathological process coordinates SWM demyelination in the temporal and paralimbic regions, but not elsewhere. A comparison of the MTR maps with MTR-based networks shows that although, in general, the changes in network architecture in AD recapitulate the topography of (de)myelination, some aspects of structural covariance (including the interhemispheric asymmetry of networks) have no immediate reflection in the myelination pattern.

Insects associated with tropical foliage produced in the coffee growing region of Colombia

We conducted a survey of insects and pest management practices on 34 farms growing ornamental tropical foliage plants in the central coffee region of Colombia over two years. Tropical foliage provided habitat for a diverse range of insects. In total, phytophagous or detritivorous insects from six orders, 40 families and 62 genera were collected. The most common were Hemiptera (29 genera from 16 families), followed by Coleoptera (17 genera from 4 families), Diptera (5 genera from 5 families), Lepidoptera (5 genera from 4 families), Hymenoptera (3 genera from 2 families) and Orthoptera (2 genera from 2 families). The most common phytophagous species were leaf cutting ants (Atta and Acromyrmex spp.), leaf beetles (Chrysomelidae), leafhoppers (Cicadellidae), stinkbugs (Pentatomidae), squash bugs (Coreidae), tree hoppers (Membracidae) and plant hoppers (Fulgoridae). Beneficial insects identified from tropical foliage included predators and parasitoids amongst 5 orders, 12 families and 22 genera. The most abundant were predators among the Coccinellidae, Chrysopidae, Reduviidae, Lycidae and Formicidae but only low numbers of parasitoids (Ichneumonidae, Braconidae and Tachinidae) were collected. A pest management questionnaire given to growers revealed a preponderance of reliance on broad spectrum insecticides with a smaller number of growers (approximately one third) also using some biological control methods. Our survey contributes basic information regarding diversity of Neotropical insects associated with ornamental foliage plants.

Pial and arachnoid welding for restoration of normal cord anatomy after excision of intramedullary spinal cord tumors.

A significant postoperative problem in patients undergoing excision of intramedullary tumors is painful dysesthesiae, attributed to various causes, including edema, arachnoid scarring and cord tethering. The authors describe a technique of welding the pia and arachnoid after the excision of intramedullary spinal cord tumors used in seven cases. Using a fine bipolar forcep and a low current, the pial edges of the myelotomy were brought together and welded under saline irrigation. A similar method was used for closing the arachnoid while the dura was closed with a running 5-0 vicryl suture. Closing the pia and arachnoid restores normal cord anatomy after tumor excision and may reduce the incidence of postoperative painful dysesthesiae.